| Literature DB >> 35115810 |
Samuel J Bunu1, Azibanasamesa D C Owaba1, Edebi N Vaikosen1, Benjamin U Ebeshi1.
Abstract
PURPOSE: DNA polymorphism describes the difference between individuals, groups, or ethnicities, races, etc., in terms of their DNA sequences or phenotypes as relates to drug metabolism. Using predictive genotyping of drug-metabolizing genes, we can develop individuals' drug therapies that are less toxic and more effective. The main aim of the study was to evaluate genotype-phenotype-based correlation and incidence of genetic polymorphism of efavirenz blood levels among HIV/AIDS patients of the Niger Delta population.Entities:
Keywords: Antiretroviral; CYP2B6; Genetic polymorphism; NNRTIs; efavirenz; phenotype
Year: 2022 PMID: 35115810 PMCID: PMC8800862 DOI: 10.2147/PGPM.S345038
Source DB: PubMed Journal: Pharmgenomics Pers Med ISSN: 1178-7066
Figure 2Polymerase chain reaction amplicons of Sample B11 – B30: All PCR gene amplicons appeared at 500bp, using a 100bp DNA molecular ladder.
Figure 3(B31–B40): Agarose gel electrophoresis showing the amplified CYP gene bands. Lane 1, 3, 5, 7, 9, 11, 13, 15, 17, and 19 represent the undigested CYP amplicons (Sample code B31 – B40), lane 2, 6, 8, 12, and 18 represents the digested homozygous (wild type) CYP gene, lane 4, 10, 14, 16, and 20 represent the heterozygous CYP gene (wild and mutant allele), while lane L represents the 100bp molecular ladder.
HLPC Plasma Concentration of Efavirenz
| Sample Code | Peak Area Efavirenz (a) (mAU) | Peak Area Efavirenz (b) (mAU) | Average Peak Area Efavirenz (mAU) | Peak Area Lamivudine (ISa) (mAU) | Peak Area Lamivudine (ISb) (mAU) | Average Peak Area IS (mAU) | Peak Area Ratio | Conc (µg/mL) | Suspected Phenotype |
|---|---|---|---|---|---|---|---|---|---|
| B1 | 850.16 | 860.98 | 855.57 | 1316.46 | 1348.01 | 1332.235 | 0.642 | 0.1 | EM |
| B2 | 920.34 | 1818.88 | 1369.61 | 2320.96 | 1423.4 | 1872.18 | 0.732 | 0.6 | EM |
| B3 | 1182.19 | 1182.19 | 1182.19 | 1325.45 | 2325.45 | 1825.45 | 0.648 | 0.2 | EM |
| B4 | 159.57 | 164.23 | 161.9 | 191.67 | 167.86 | 179.765 | 0.901 | 1.6 | IM |
| B5 | 1158.53 | 164.55 | 661.54 | 1117.86 | 111.08 | 614.47 | 1.077 | 2.6 | IM |
| B6 | 160.58 | 167.37 | 163.975 | 136.96 | 100.18 | 118.57 | 1.383 | 4.3 | PM |
| B7 | 2251.87 | 2242.02 | 2246.945 | 4451.14 | 2445.35 | 3448.245 | 0.652 | 0.2 | EM |
| B8 | 1942.74 | 2245.02 | 2093.88 | 3737.07 | 3147.09 | 3442.08 | 0.608 | −0.1 | UM |
| B9 | 5912 | 2196.27 | 4054.135 | 2909.52 | 2299.61 | 2604.565 | 1.557 | 5.2 | PM |
| B10 | 2501.86 | 2383.77 | 2442.815 | 4240.93 | 3423.93 | 3832.43 | 0.637 | 0.1 | EM |
| B11 | 401.55 | 4040.82 | 2221.185 | 401.55 | 4040.82 | 2221.185 | 1.000 | 2.1 | IM |
| B12 | 2178.77 | 2837.54 | 2508.155 | 3729.88 | 3771.72 | 3750.8 | 0.669 | 0.3 | EM |
| B13 | 354.5 | 346.96 | 350.73 | 777.04 | 341.69 | 559.365 | 0.627 | 0.0 | UM |
| B14 | 1341.01 | 536.11 | 938.56 | 1040.93 | 1614.96 | 1327.945 | 0.707 | 0.5 | EM |
| B15 | 1145.54 | 2181.65 | 1663.595 | 1848.28 | 2105.35 | 1976.815 | 0.842 | 1.2 | IM |
| B16 | 0 | 0 | 0 | 4445.13 | 3104.04 | 3774.585 | 0.000 | −3.5 | UM |
| B17 | 1118.22 | 1116.76 | 1117.49 | 1234.98 | 1185.42 | 1210.2 | 0.923 | 1.7 | IM |
| B18 | 1121.12 | 1112.8 | 1116.96 | 1153.53 | 2064.32 | 1608.925 | 0.694 | 0.4 | EM |
| B19 | 1633.59 | 555.99 | 1094.79 | 1130.01 | 1020.39 | 1075.2 | 1.018 | 2.2 | IM |
| B20 | 1134.24 | 134.24 | 634.24 | 1043.95 | 1017.82 | 1030.885 | 0.615 | 0.0 | UM |
| B21 | 1111.57 | 1113.61 | 1112.59 | 1047.47 | 1483.86 | 1265.665 | 0.879 | 1.5 | IM |
| B22 | 283.95 | 2105.02 | 1194.485 | 1821 | 874.4 | 1347.7 | 0.886 | 1.5 | IM |
| B23 | 742.56 | 642.14 | 692.35 | 1204.2 | 1027.16 | 1115.68 | 0.621 | 0.0 | UM |
| B24 | 1416.71 | 1518.57 | 1467.64 | 2118.27 | 2452.34 | 2285.305 | 0.642 | 0.1 | EM |
| B25 | 1110.61 | 1116.96 | 1113.785 | 1068.31 | 2068.3 | 1568.305 | 0.710 | 0.5 | EM |
| B26 | 2454.84 | 3713.69 | 3084.265 | 4653.15 | 5083.85 | 4868.5 | 0.634 | 0.1 | EM |
| B27 | 4500.91 | 5500.91 | 5000.91 | 5063.07 | 5063.07 | 5063.07 | 0.988 | 2.1 | IM |
| B28 | 1317.36 | 1412.35 | 1364.855 | 1096.08 | 2095.8 | 1595.94 | 0.855 | 1.3 | IM |
| B29 | 4142.86 | 3145.39 | 3644.125 | 3982.58 | 6704.96 | 5343.77 | 0.682 | 0.4 | EM |
| B30 | 4167.3 | 3129.5 | 3648.4 | 5743.31 | 3309.1 | 4526.205 | 0.806 | 1.0 | IM |
| B31 | 4418.29 | 1117.88 | 2768.085 | 1328.65 | 3682.03 | 2505.34 | 1.105 | 2.7 | IM |
| B32 | 230.42 | 164.86 | 197.64 | 220.32 | 176.73 | 198.525 | 0.996 | 2.1 | IM |
| B33 | 421.84 | 722.36 | 572.1 | 807.2 | 588.64 | 697.92 | 0.820 | 1.1 | IM |
| B34 | 1430.66 | 628.25 | 1029.455 | 970.24 | 928.11 | 949.175 | 1.085 | 2.6 | IM |
| B35 | 110.46 | 138.13 | 124.295 | 95.06 | 208.59 | 151.825 | 0.819 | 1.1 | IM |
| B36 | 58.13 | 410.65 | 234.39 | 408.59 | 48.99 | 228.79 | 1.024 | 2.3 | IM |
| B37 | 411.41 | 340.43 | 375.92 | 197.95 | 246.22 | 222.085 | 1.693 | 6.0 | PM |
| B38 | 221.47 | 115.08 | 168.275 | 112.88 | 330.71 | 221.795 | 0.759 | 0.8 | EM |
| B39 | 227.66 | 425.75 | 326.705 | 493.27 | 458.84 | 476.055 | 0.686 | 0.4 | EM |
| B40 | 531.56 | 638.09 | 584.825 | 918.8 | 896.79 | 907.795 | 0.644 | 0.1 | EM |
| B41 | 319.15 | 348.87 | 334.01 | 475.44 | 440.12 | 457.78 | 0.730 | 0.6 | EM |
| B42 | 545.78 | 214.06 | 379.92 | 271.06 | 975.84 | 623.45 | 0.609 | −0.1 | UM |
| B43 | 516.71 | 20.51 | 268.61 | 217.34 | 223.73 | 220.535 | 1.218 | 3.3 | IM |
| B44 | 826.68 | 437.48 | 632.08 | 830.16 | 824.18 | 827.17 | 0.764 | 0.8 | EM |
| B45 | 225.46 | 243.94 | 234.7 | 414.64 | 183.17 | 298.905 | 0.785 | 0.9 | EM |
| B46 | 918.42 | 418.19 | 668.305 | 781.55 | 686.04 | 733.795 | 0.911 | 1.6 | IM |
| B47 | 465.64 | 460.39 | 463.015 | 602.34 | 761.51 | 681.925 | 0.679 | 0.3 | EM |
| B48 | 155.53 | 1181.96 | 668.745 | 903.52 | 1052.92 | 978.22 | 0.684 | 0.4 | EM |
| B49 | 1181.96 | 1174.26 | 1178.11 | 1652.92 | 1865.01 | 1758.965 | 0.670 | 0.3 | EM |
| B50 | 1188.29 | 177.15 | 682.72 | 390.64 | 1545.7 | 968.17 | 0.705 | 0.5 | EM |
Notes: This table shows the individual plasma concentration of efavirenz and the internal standard (lamivudine), the peak plasma ratio and respective plasma concentration in µg/mL. Highest concentration (6.0 µg/mL) was observed in B37, while no significant drug was quantified in B13, B20 and B23, respectively. This could be due to inconsistencies in drug administration or non-adherence to HAART regimen.
Abbreviations: UM, ultra-rapid metabolizers; EM, extensive metabolizers; IM, intermediate metabolizers; PM, poor metabolizers.
Figure 1A plot of peak area ratio versus concentration: calibration curve for efavirenz in blank plasma. Standard concentrations of efavirenz, 0.5, 1.0, 2.0, 4.0, 8.0, and 16.0 µg/mL were used to plot the calibration curve, with regression coefficient of 0.995, showing the linearity of the curve.
Restriction Fragment Length Polymorphism Products and Suspected Alleles (516G>T SNP)
| S/N | Sample Code | Nature | Allele/Genotype |
|---|---|---|---|
| 1. | B1 | Homozygous wild type | CYP2B6*1*1 |
| 2. | B2 | Homozygous mutant | CYP2B6*6*6 |
| 3. | B3 | Homozygous mutant | CYP2B6*6*6 |
| 4. | B4 | Heterozygous mutant | CYP2B6*1*6 |
| 5. | B5 | Heterozygous mutant | CYP2B6*1*6 |
| 6. | B6 | Heterozygous mutant | CYP2B6*1*6 |
| 7. | B7 | Homozygous wild type | CYP2B6*1*1 |
| 8. | B8 | Homozygous wild type | CYP2B6*1*1 |
| 9. | B9 | Homozygous wild type | CYP2B6*1*1 |
| 10. | B10 | Heterozygous mutant | CYP2B6*1*6 |
| 11. | B11 | Homozygous wild type | CYP2B6*1*1 |
| 12. | B12 | Heterozygous mutant | CYP2B6*1*6 |
| 13. | B13 | Heterozygous mutant | CYP2B6*1*6 |
| 14. | B14 | Heterozygous mutant | CYP2B6*1*6 |
| 15. | B15 | Homozygous mutant | CYP2B6*6*6 |
| 16. | B16 | Homozygous wild type | CYP2B6*1*1 |
| 17. | B17 | Homozygous mutant | CYP2B6*6*6 |
| 18. | B18 | Heterozygous mutant | CYP2B6*1*6 |
| 19. | B19 | Homozygous wild type | CYP2B6*1*1 |
| 20. | B20 | Homozygous wild type | CYP2B6*1*1 |
| 21. | B21 | Homozygous wild type | CYP2B6*1*1 |
| 22. | B22 | Homozygous wild type | CYP2B6*1*1 |
| 23. | B23 | Heterozygous mutant | CYP2B6*1*6 |
| 24. | B24 | Homozygous wild type | CYP2B6*1*1 |
| 25. | B25 | Homozygous wild type | CYP2B6*1*1 |
| 26. | B26 | Homozygous wild type | CYP2B6*1*1 |
| 27. | B27 | Homozygous wild type | CYP2B6*1*1 |
| 28. | B28 | Homozygous wild type | CYP2B6*1*1 |
| 29. | B29 | Heterozygous mutant | CYP2B6*1*6 |
| 30. | B30 | Homozygous mutant | CYP2B6*6*6 |
| 31. | B31 | Homozygous wild type | CYP2B6*1*1 |
| 32. | B32 | Heterozygous mutant | CYP2B6*1*6 |
| 33. | B33 | Homozygous wild type | CYP2B6*1*1 |
| 34. | B34 | Homozygous wild type | CYP2B6*1*1 |
| 35. | B35 | Heterozygous mutant | CYP2B6*1*6 |
| 36. | B36 | Homozygous wild type | CYP2B6*1*1 |
| 37. | B37 | Heterozygous mutant | CYP2B6*1*6 |
| 38. | B38 | Heterozygous mutant | CYP2B6*1*6 |
| 39. | B39 | Homozygous wild type | CYP2B6*1*1 |
| 40. | B40 | Heterozygous mutant | CYP2B6*1*6 |
| 41. | B41 | Homozygous wild type | CYP2B6*1*1 |
| 42. | B42 | Heterozygous mutant | CYP2B6*1*6 |
| 43. | B43 | Homozygous wild type | CYP2B6*1*1 |
| 44. | B44 | Homozygous wild type | CYP2B6*1*1 |
| 45. | B45 | Heterozygous mutant | CYP2B6*1*6 |
| 46. | B46 | Heterozygous mutant | CYP2B6*1*6 |
| 47. | B47 | Homozygous wild type | CYP2B6*1*1 |
| 48. | B48 | Heterozygous mutant | CYP2B6*1*6 |
| 49. | B49 | Heterozygous mutant | CYP2B6*1*6 |
| 50. | B50 | Homozygous wild type | CYP2B6*1*1 |
Notes: Table 2: shows nature, genotype and phenotype of participants. CYP2B6*1*1 - homozygous wild type, CYP2B6*1*6 - heterozygous mutant, CYP2B6*6*6 - homozygous mutant, this is an extract from the RFLP as showing on Figure 3.
Gender and Phenotypic Distribution of Polymorphic CYP2B6*6 Allele in Niger Delta Population [n = 50]
| Phenotype | Male (%) | Female (%) | Total (%) | Plasma Conc (mg/L) |
|---|---|---|---|---|
| UM | 4 (8) | 2 (4) | 6 (12) | <0.1 |
| EM | 6 (12) | 16 (32) | 22 (44) | 0.1–0.9 |
| IM | 7 (14) | 12 (24) | 19 (38) | 1.0–3.9 |
| PM | 0 (0.0) | 3 (6) | 3 (6) | 4.0–6.0 |
| N | 15 | 35 | 50 (100) |
Notes: Participants were classified into different phenotypes based on the concentration drugs found in their plasma after HPLC qualitative analysis. Twelve percent had plasma concentration <0.1 mg/L, classified as UM – ultra-rapid metabolizers, 44% showed 0.1–0.9 mg/L, classified as EM – extensive metabolizers, 38% had 1.0–3.9 mg/L, classified as IM – intermediate metabolizers, while only 6% had plasma level between 4.0 and 6.0 mg/L, classified as PM – poor metabolizers.
Genotypes and Alleles Obtained from Restriction Fragment Length Polymorphism Analysis
| Males (%) | Females (%) | Total (%) | Allele | Genotype |
|---|---|---|---|---|
| 10 (20) | 18 (36) | 28 (56) | CYP2B6*1*1 | Homozygous wild type |
| 7 (14) | 12 (24) | 19 (38) | CYP2B6*1*6 | Heterozygous mutant |
| 0 (0.0) | 3 (6) | 3 (6) | CYP2B6*6*6 | Homozygous mutant |
| 15 | 35 | 50 (100) |
Notes: This Table shows the allele and genotype summary of the study population obtained after RFLP analysis. More than half of the population had homozygous wild-type gene with CYP2B6*1*1 allele (these individuals are believed to metabolize the drug very extensively or rapidly), thus may not have serious challenges as regards HAART, 38% were CYP2B6*1*6 (heterozygous mutant) allele. These category of patients might not extensively handle the drug (intermediate), thus might have occasional adverse reactions, especially in cases of high concentration >4 mg/L. finally, 6% had homozygous mutant gene (CYP2B6*6*6 allele), these patients are likely to experience frequent adverse drug reactions due to poor metabolism of the drug.
Figure 4Demography of study population. This figure depicts the participant’s age group and gender that were enrolled in the study. It was observed that majority of the participants were female (70%) and were between the age of 30–49 years (76%).